My finished and unfinished projects on multiple geo-datasets (mostly public dataset; unless, stated otherwise), including:
- Visualization & statistical analysis of 🍏:
- Realtime drilling data (WITSML XML format)
- Realtime trajectory data (WITSML XML format)
- LWD-MWD (DLIS format)
- Mud log data (unstructured XML format)
- Prediction of ... using machine learning 🍏:
- Realtime near-wellbore lithology from above integrated data
- Dips from fracture data + Ecoscope LWD logs
- Seismic data 🍊:
- Amplitude extraction from 3D seismic volume on formation top in Gullfaks data
- Co-kriging porosity from amplitude data
- Co-kriging depth map from TWT map
- Poroperm workflows 🍊:
- Variogram modeling of spatial poroperm distribution
- Reservoir heterogeneity calculation from poroperm logs
- Co-kriging permeability from porosity data
- Production data analysis 🍏
- Image log data (TIFF converted from PDS format) 🍏
- Exploratory data analysis of permeability database from 1,240 wells in the North Sea 🍇
Data source: 🍏 Volve data village (Equinor) 🍊 Gullfaks 🍇 Geoprovider AS (Norway)
Related repositories: